Qingyang Yin 尹清扬

Ph.D. Candidate in Computational Biology and Bioinformatics

Department of Quantitative and Computational Biology

University of Southern California

Address: 1050 Childs Way, RRI 416D, Los Angeles, CA 90089

Email: yinq@usc.edu

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Short Bio
I'm a Ph.D. candidate at University of Southern California, advised by Prof. Liang Chen. My research focuses on the junction of machine learning, statistics and molecular biology.

I received my B.E. degree from Xiamen University with a major of Automation in 2021, advised by Prof. Jinting Guan.

I was born in Qingdao, a beautiful coastal city in China.
Education
Ph.D. candidate in Computational Biology and Bioinformatics, University of Southern California, 2021.8-present

Visiting student, University of California, Berkeley, 2019.8-2019.12

B.E. in Automation, Xiamen University, 2017.9-2021.6
Research Interests
High-throughput sequencing data analysis

Biologically interpretable deep learning
Publications
CellTICS: an explainable neural network for cell-type identification and interpretation based on single-cell RNA-seq data CellTICS: an explainable neural network for cell-type identification and interpretation based on single-cell RNA-seq data
Qingyang Yin, Liang Chen
Briefings in Bioinformatics, 2024
scIAE: an integrative autoencoder-based ensemble classification framework for single-cell RNA-seq data scIAE: an integrative autoencoder-based ensemble classification framework for single-cell RNA-seq data
Qingyang Yin, Yang Wang, Jinting Guan, Guoli Ji
Briefings in Bioinformatics, 2022
Cell type-specific predictive models perform prioritization of genes and gene sets associated with autism Cell type-specific predictive models perform prioritization of genes and gene sets associated with autism
Jinting Guan, Yang Wang, Yiping Lin, Qingyang Yin, Yibo Zhuang, Guoli Ji
Frontiers in Genetics, 2021
Awards and Honors
Outstanding graduate at Xiamen University, 2021.6

Jixin-Engine special scholarship, 2021.4

Meritorious winner of 2020 mathematical contest in modeling, 2020.4

Zhongxian Huang scholarship, 2020.3

First prize of Fujian province of contemporary undergraduate mathematical contest in modeling, 2019.12

National scholarship, 2018.9

Updated Apr 2024

This theme is adapted from Jon Barron's page .